TY - GEN AU - Díaz de la Guardia Bolívar, Elisa AU - Martínez Manjón, Juan Emilio AU - Pérez-Filgueiras, David AU - Zwir Nawrocki, Jorge Sergio Igor AU - Val Muñoz, María Coral Del PY - 2024 UR - https://hdl.handle.net/10481/97525 AB - In oncology, there is a critical need for robust biomarkers that can be easily translated into the clinic. We introduce a novel approach using paired differential gene expression analysis for biological feature selection in machine learning models,... LA - eng PB - MDPI KW - robust biomarkers KW - machine learning KW - carcinoma TI - Explainable Machine Learning Models Using Robust Cancer Biomarkers Identification from Paired Differential Gene Expression DO - 10.3390/ijms252212419 ER -